Dr. Italia Bongarzone Profile

Dr. Italia Bongarzone

at Fondazione IRCCS Istituto Nazinoale dei Tumori

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Publications (5)

Proceedings Article | 13 March 2024 Presentation

Deep ensemble-transfer learning for the classification of senescent cells from Non-linear optical microscopy images

Salvatore Sorrentino, Francesco Manetti, Arianna Bresci, Federico Vernuccio, Chiara Ceconello, Marco Ventura, Andrea Rabolini, Silvia Ghislanzoni, Italia Bongarzone, Renzo Vanna, Giulio Cerullo, Dario Polli

Proceedings Volume PC12834, PC128340B (2024) https://doi.org/10.1117/12.2691639

KEYWORDS: Nonlinear optics, Optical microscopy, Image classification, Cancer, Oncology, Deep learning, Neural networks, Microscopy, Cancer detection, Two photon excitation microscopy

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Proceedings Article | 13 March 2024 Presentation

Deep transfer learning and ensemble learning coupled with non-linear optical microscopy for the classification of senescent cells

Proceedings Volume PC12855, PC128550R (2024) https://doi.org/10.1117/12.3001077

KEYWORDS: Nonlinear optics, Optical microscopy, Cancer, Radiotherapy, Oncology, Neural networks, Microscopes, Deep learning, Chemotherapy, Tumors

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Proceedings Article | 11 August 2023 Paper

Multimodal vibrational and multiphoton nonlinear optical microscopy as a non-invasive tool to prevent human tumor recurrence

Arianna Bresci, Francesco Manetti, Silvia Ghislanzoni, Federico Vernuccio, Salvatore Sorrentino, Chiara Ceconello, Renzo Vanna, Italia Bongarzone, Giulio Cerullo, Dario Polli

Proceedings Volume 12627, 126271S (2023) https://doi.org/10.1117/12.2670918

KEYWORDS: Tumors, Optical microscopy, Vibration, Multiphoton microscopy, Nonlinear optics, Pulse signals, Visualization, Raman spectroscopy, Raman scattering, Proteins

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Proceedings Article | 25 April 2023 Presentation + Paper

Multimodal multiphoton and vibrational microscopy reveals early therapy-induced senescence in human tumors: a non-invasive tool to prevent the risk of cancer relapse

Arianna Bresci, Francesco Manetti, Silvia Ghislanzoni, Federico Vernuccio, Salvatore Sorrentino, Chiara Ceconello, Renzo Vanna, Italia Bongarzone, Giulio Cerullo, Dario Polli

Proceedings Volume 12384, 123840D (2023) https://doi.org/10.1117/12.2648415

KEYWORDS: Cancer, Nonlinear optics, Tumors, Mitochondria, Raman spectroscopy, Multiphoton microscopy, Microscopy, Multimodal imaging, Biomedical optics

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Proceedings Article | 17 March 2023 Presentation

Multimodal coherent Raman and multiphoton nonlinear microscopy reveals early therapy-induced senescence in human cancer cells to prevent tumor recurrence

Arianna Bresci, Francesco Manetti, Silvia Ghislanzoni, Federico Vernuccio, Salvatore Sorrentino, Chiara Ceconello, Renzo Vanna, Italia Bongarzone, Giulio Cerullo, Dario Polli

Proceedings Volume PC12363, PC1236303 (2023) https://doi.org/10.1117/12.2650240

KEYWORDS: Tumors, Raman spectroscopy, Multiphoton microscopy, Microscopy, Cancer, Nonlinear optics, Visualization, Second-harmonic generation, Raman scattering, Proteins

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